Vibration-based Condition Monitoring Industrial, Aerospace and Automotive Applications

by
Edition: 1st
Format: Hardcover
Pub. Date: 2011-02-14
Publisher(s): Wiley
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Summary

Explaining complex ideas in an easy to understand way, Randall provides a comprehensive survey of the applications of vibration analysis to the condition monitoring of machines, reflecting the natural progression of these systems by presenting the fundamental material and then moving onto detection, diagnosis and prognosis. Sections include vibration signals from rotating and reciprocating machines, basic signal processing techniques, fault detection, diagnostic techniques, and prognostics. Up to date research results are presented, and a number of exercises are included for each chapter, many based on Matlabreg;, to illustrate basic points as well as to facilitate the use of the book as a textbook for courses in the topic. Much needed, up-to-date survey of the applications of vibration analysis to the condition monitoring of machines Authored by an internationally recognised authority in the area of condition monitoring Explains complex ideas in an easy to understand way. Accompanied by a website housing exercises along with data sets and implementation code in Matlabreg; for some of the methods as well as other pedagogical aids.

Author Biography

Robert Bond Randall, University of New South Wales, Australia.
Having had a long career in industry, for the most part with Brüel & Kjær, Robert (Bob) Randall moved to academia in 1988 and is now a Visiting Emeritus Professor at the University of New South Wales.
He currently serves as editor of the journal Mechanical Systems and Signal Processing, and has authored 2 books, published by Brüel & Kjær, Frequency Analysis and Mechanical Vibration and Shock Measurements. He is a global leader in the field of vibration analysis and signal processing applied to machine condition monitoring.

Table of Contents

About the author
Preface
Introduction and Background
Introduction
Maintenance strategies
Condition monitoring methods
Types and benefits of vibration analysis
Vibration transducers
Torsional vibration transducers
Condition monitoring - the basic problem
References
Vibration Signals from Rotating and Reciprocating Machines
Signal classification
Signals generated by rotating machines
References
Basic signal processing techniques
Probability distribution and density
Fourier analysis
Hilbert transform and demodulation
Digital filtering
Deterministic/random signal separation
Time/frequency analysis
Cyclostationary analysis and spectral correlation
References
Fault Detection
Introduction
Rotating machines
Reciprocating machines
References
Diagnostic Techniques
Harmonic and sideband cursors
Minimum entropy deconvolution
Spectral kurtosis and the kurtogram
Gear diagnostics
Rolling element bearing diagnostics
Reciprocating machine and IC engine diagnostics
References
Fault trending and prognostics
Introduction
Trend analysis
Determination of spall size in bearings
Advanced prognostics
References
Appendix: Exercises and tutorial questions
Introduction and Background
Exam questions
Vibration Signals from Machines
Exam questions
Basic Signal Processing
Tutorial and exam questions
Fault Detection
Tutorial and exam questions
Assignment
Diagnostic Techniques
Tutorial and exam questions
Assignments
Prognostics
Tutorial and exam questions
Index
Table of Contents provided by Publisher. All Rights Reserved.

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